Double-bagging: combining classifiers by bootstrap aggregation.
Torsten HothornBerthold LausenPublished in: Pattern Recognit. (2003)
Keyphrases
- combining classifiers
- base classifiers
- majority voting
- individual classifiers
- ensemble methods
- decision trees
- bootstrap sampling
- ensemble learning
- classifier combination
- multiple classifiers
- naive bayes
- multi class
- combining multiple
- training set
- classifier ensemble
- combination of multiple classifiers
- random forest
- random forests
- cost sensitive
- test data
- ensemble classifier
- neural network
- class labels
- class distribution
- cross validation
- binary classification
- text categorization
- feature set
- active learning
- pairwise
- image processing